Independent case / interactive lab

Quotation extraction, validation and approval

Three self-created text quotations cover valid arithmetic, missing currency and an inconsistent total.

Document processing lab

Browser-local rules · inspectable inputs

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Execution & evidence

What this case establishes.

The source documents are self-created text quotations. Model execution and deterministic validation are separate steps. See the extraction record and original prompt below.

Extraction prompt Source documents and acceptance references Recorded model output Make blueprint

Scope and limitations

The case uses self-created quotations or purchase documents.
The extraction method and any actual AI or OCR execution are disclosed.
A quotation example does not establish tax or accounting expertise.

Acceptance checks

Locate each proposed field in the supporting document.
Send missing or inconsistent required information to review.
Keep the original extraction visible while a person reviews or corrects a field.

Rule acceptance test results Runbook and implementation scope

Technical references

References inform the design. They do not imply a connected account or an endorsement.

A bounded first engagement

Start with one clear outcome.

One document family, representative layouts and one output schema. Agree review rules and actual OCR/LLM requirements before widening input formats.

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